We describe a few recent developments in the context of the Riemann-Hilbert  approach to Einstein's field equations. We highlight the role of the so-called monodromy matrix and of the underlying spectral curve in this approach. Applying adequate factorization  methods to deformed seed monodromy matrices, we obtain new solutions, with unusual features, to the field equations.